Dataset statistics
| Number of variables | 14 |
|---|---|
| Number of observations | 2194 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 257.1 KiB |
| Average record size in memory | 120.0 B |
Variable types
| Categorical | 2 |
|---|---|
| Numeric | 12 |
Hb is highly overall correlated with Sex | High correlation |
RBC is highly overall correlated with MCHC | High correlation |
MCHC is highly overall correlated with RBC | High correlation |
hbA is highly overall correlated with Thalassemia Type | High correlation |
hbA2 is highly overall correlated with Thalassemia Type | High correlation |
Sex is highly overall correlated with Hb | High correlation |
Thalassemia Type is highly overall correlated with hbA and 1 other fields | High correlation |
Reproduction
| Analysis started | 2023-10-22 09:51:25.514731 |
|---|---|
| Analysis finished | 2023-10-22 09:51:40.292522 |
| Duration | 14.78 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
Sex
Categorical
HIGH CORRELATION 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 141.4 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2194 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 1267 | |
| 0 | 927 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 1267 | |
| 0 | 927 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1267 | |
| 0 | 927 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2194 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1267 | |
| 0 | 927 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2194 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 1267 | |
| 0 | 927 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2194 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 1267 | |
| 0 | 927 |
Age
Real number (ℝ)
| Distinct | 1592 |
|---|---|
| Distinct (%) | 72.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.460077 |
| Minimum | 4.55 |
|---|---|
| Maximum | 49.91 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 34.3 KiB |
Quantile statistics
| Minimum | 4.55 |
|---|---|
| 5-th percentile | 5.6965 |
| Q1 | 10.1 |
| median | 19.135 |
| Q3 | 27.5475 |
| 95-th percentile | 42.7935 |
| Maximum | 49.91 |
| Range | 45.36 |
| Interquartile range (IQR) | 17.4475 |
Descriptive statistics
| Standard deviation | 11.459547 |
|---|---|
| Coefficient of variation (CV) | 0.56009303 |
| Kurtosis | -0.57240953 |
| Mean | 20.460077 |
| Median Absolute Deviation (MAD) | 8.765 |
| Skewness | 0.56720327 |
| Sum | 44889.41 |
| Variance | 131.32121 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7.16 | 6 | 0.3% |
| 20.54 | 5 | 0.2% |
| 8.03 | 5 | 0.2% |
| 22.99 | 5 | 0.2% |
| 5.65 | 4 | 0.2% |
| 10.07 | 4 | 0.2% |
| 10.37 | 4 | 0.2% |
| 6.89 | 4 | 0.2% |
| 5.82 | 4 | 0.2% |
| 7.43 | 4 | 0.2% |
| Other values (1582) | 2149 |
| Value | Count | Frequency (%) |
| 4.55 | 3 | |
| 4.56 | 1 | < 0.1% |
| 4.59 | 1 | < 0.1% |
| 4.6 | 2 | |
| 4.61 | 1 | < 0.1% |
| 4.64 | 1 | < 0.1% |
| 4.65 | 2 | |
| 4.68 | 1 | < 0.1% |
| 4.69 | 3 | |
| 4.71 | 2 |
| Value | Count | Frequency (%) |
| 49.91 | 1 | |
| 49.89 | 1 | |
| 49.87 | 1 | |
| 49.84 | 1 | |
| 49.7 | 1 | |
| 49.52 | 1 | |
| 49.49 | 1 | |
| 49.47 | 1 | |
| 48.84 | 1 | |
| 48.77 | 1 |
Hb
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 298 |
|---|---|
| Distinct (%) | 13.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.5864768 |
| Minimum | 7.01 |
|---|---|
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 34.3 KiB |
Quantile statistics
| Minimum | 7.01 |
|---|---|
| 5-th percentile | 7.26 |
| Q1 | 8.07 |
| median | 8.57 |
| Q3 | 9.14 |
| 95-th percentile | 9.87 |
| Maximum | 10 |
| Range | 2.99 |
| Interquartile range (IQR) | 1.07 |
Descriptive statistics
| Standard deviation | 0.7682916 |
|---|---|
| Coefficient of variation (CV) | 0.089476933 |
| Kurtosis | -0.77548186 |
| Mean | 8.5864768 |
| Median Absolute Deviation (MAD) | 0.53 |
| Skewness | -0.032941784 |
| Sum | 18838.73 |
| Variance | 0.59027199 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8.6 | 20 | 0.9% |
| 8.24 | 19 | 0.9% |
| 8.17 | 19 | 0.9% |
| 8.09 | 18 | 0.8% |
| 8.5 | 16 | 0.7% |
| 8.28 | 16 | 0.7% |
| 8.89 | 16 | 0.7% |
| 8.27 | 15 | 0.7% |
| 8.87 | 15 | 0.7% |
| 8.11 | 15 | 0.7% |
| Other values (288) | 2025 |
| Value | Count | Frequency (%) |
| 7.01 | 4 | |
| 7.02 | 3 | 0.1% |
| 7.03 | 6 | |
| 7.04 | 3 | 0.1% |
| 7.05 | 3 | 0.1% |
| 7.06 | 5 | |
| 7.07 | 8 | |
| 7.08 | 5 | |
| 7.09 | 6 | |
| 7.1 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 10 | 5 | 0.2% |
| 9.99 | 14 | |
| 9.98 | 10 | |
| 9.97 | 7 | |
| 9.96 | 10 | |
| 9.95 | 10 | |
| 9.94 | 7 | |
| 9.93 | 11 | |
| 9.92 | 1 | < 0.1% |
| 9.91 | 11 |
PCV
Real number (ℝ)
| Distinct | 1068 |
|---|---|
| Distinct (%) | 48.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29.862976 |
| Minimum | 20.18 |
|---|---|
| Maximum | 36 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 34.3 KiB |
Quantile statistics
| Minimum | 20.18 |
|---|---|
| 5-th percentile | 23.3765 |
| Q1 | 27.03 |
| median | 30.07 |
| Q3 | 33.0175 |
| 95-th percentile | 35.3435 |
| Maximum | 36 |
| Range | 15.82 |
| Interquartile range (IQR) | 5.9875 |
Descriptive statistics
| Standard deviation | 3.7245794 |
|---|---|
| Coefficient of variation (CV) | 0.12472231 |
| Kurtosis | -0.81971044 |
| Mean | 29.862976 |
| Median Absolute Deviation (MAD) | 2.99 |
| Skewness | -0.27543843 |
| Sum | 65519.37 |
| Variance | 13.872492 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 32.22 | 7 | 0.3% |
| 25.8 | 7 | 0.3% |
| 32.38 | 7 | 0.3% |
| 33.24 | 7 | 0.3% |
| 32.71 | 6 | 0.3% |
| 30.69 | 6 | 0.3% |
| 27.8 | 6 | 0.3% |
| 32.16 | 6 | 0.3% |
| 29.36 | 6 | 0.3% |
| 25.67 | 6 | 0.3% |
| Other values (1058) | 2130 |
| Value | Count | Frequency (%) |
| 20.18 | 1 | |
| 20.21 | 1 | |
| 20.32 | 1 | |
| 20.34 | 1 | |
| 20.4 | 1 | |
| 20.48 | 1 | |
| 20.68 | 1 | |
| 20.69 | 1 | |
| 20.75 | 1 | |
| 20.85 | 1 |
| Value | Count | Frequency (%) |
| 36 | 1 | < 0.1% |
| 35.99 | 1 | < 0.1% |
| 35.98 | 1 | < 0.1% |
| 35.96 | 1 | < 0.1% |
| 35.95 | 4 | |
| 35.94 | 1 | < 0.1% |
| 35.9 | 2 | |
| 35.89 | 3 | |
| 35.88 | 1 | < 0.1% |
| 35.87 | 1 | < 0.1% |
RBC
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 301 |
|---|---|
| Distinct (%) | 13.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.9843118 |
| Minimum | 1.5 |
|---|---|
| Maximum | 4.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 34.3 KiB |
Quantile statistics
| Minimum | 1.5 |
|---|---|
| 5-th percentile | 1.6465 |
| Q1 | 2.22 |
| median | 3 |
| Q3 | 3.72 |
| 95-th percentile | 4.34 |
| Maximum | 4.5 |
| Range | 3 |
| Interquartile range (IQR) | 1.5 |
Descriptive statistics
| Standard deviation | 0.86756017 |
|---|---|
| Coefficient of variation (CV) | 0.29070695 |
| Kurtosis | -1.2192116 |
| Mean | 2.9843118 |
| Median Absolute Deviation (MAD) | 0.75 |
| Skewness | -0.0025156839 |
| Sum | 6547.58 |
| Variance | 0.75266065 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.98 | 15 | 0.7% |
| 2.59 | 15 | 0.7% |
| 1.6 | 15 | 0.7% |
| 3.42 | 14 | 0.6% |
| 1.91 | 13 | 0.6% |
| 3 | 13 | 0.6% |
| 3.2 | 13 | 0.6% |
| 3.84 | 13 | 0.6% |
| 3.34 | 12 | 0.5% |
| 3.5 | 12 | 0.5% |
| Other values (291) | 2059 |
| Value | Count | Frequency (%) |
| 1.5 | 2 | 0.1% |
| 1.51 | 6 | |
| 1.52 | 6 | |
| 1.53 | 9 | |
| 1.54 | 7 | |
| 1.55 | 7 | |
| 1.56 | 10 | |
| 1.57 | 10 | |
| 1.58 | 7 | |
| 1.59 | 7 |
| Value | Count | Frequency (%) |
| 4.5 | 5 | |
| 4.49 | 6 | |
| 4.48 | 4 | |
| 4.47 | 9 | |
| 4.46 | 4 | |
| 4.45 | 4 | |
| 4.44 | 8 | |
| 4.43 | 6 | |
| 4.42 | 4 | |
| 4.41 | 6 |
MCV
Real number (ℝ)
| Distinct | 1792 |
|---|---|
| Distinct (%) | 81.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 60.960561 |
| Minimum | 22.58 |
|---|---|
| Maximum | 84.96 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 34.3 KiB |
Quantile statistics
| Minimum | 22.58 |
|---|---|
| 5-th percentile | 33.5825 |
| Q1 | 49.945 |
| median | 62.425 |
| Q3 | 73.7875 |
| 95-th percentile | 82.917 |
| Maximum | 84.96 |
| Range | 62.38 |
| Interquartile range (IQR) | 23.8425 |
Descriptive statistics
| Standard deviation | 15.412753 |
|---|---|
| Coefficient of variation (CV) | 0.25283155 |
| Kurtosis | -0.83785974 |
| Mean | 60.960561 |
| Median Absolute Deviation (MAD) | 11.82 |
| Skewness | -0.35323621 |
| Sum | 133747.47 |
| Variance | 237.55296 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 60.18 | 5 | 0.2% |
| 59.39 | 4 | 0.2% |
| 72.65 | 4 | 0.2% |
| 52.79 | 3 | 0.1% |
| 71.36 | 3 | 0.1% |
| 60.48 | 3 | 0.1% |
| 63.39 | 3 | 0.1% |
| 77.49 | 3 | 0.1% |
| 71.61 | 3 | 0.1% |
| 82.48 | 3 | 0.1% |
| Other values (1782) | 2160 |
| Value | Count | Frequency (%) |
| 22.58 | 1 | |
| 22.79 | 1 | |
| 23.99 | 1 | |
| 24.32 | 1 | |
| 24.61 | 1 | |
| 24.85 | 1 | |
| 25.14 | 1 | |
| 25.25 | 1 | |
| 25.44 | 1 | |
| 25.51 | 1 |
| Value | Count | Frequency (%) |
| 84.96 | 1 | |
| 84.91 | 1 | |
| 84.89 | 1 | |
| 84.88 | 1 | |
| 84.85 | 1 | |
| 84.84 | 2 | |
| 84.83 | 1 | |
| 84.81 | 1 | |
| 84.8 | 1 | |
| 84.77 | 1 |
MCH
Real number (ℝ)
| Distinct | 954 |
|---|---|
| Distinct (%) | 43.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.351226 |
| Minimum | 16.01 |
|---|---|
| Maximum | 26.99 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 34.3 KiB |
Quantile statistics
| Minimum | 16.01 |
|---|---|
| 5-th percentile | 16.5665 |
| Q1 | 18.56 |
| median | 21.33 |
| Q3 | 24.0675 |
| 95-th percentile | 26.417 |
| Maximum | 26.99 |
| Range | 10.98 |
| Interquartile range (IQR) | 5.5075 |
Descriptive statistics
| Standard deviation | 3.1698549 |
|---|---|
| Coefficient of variation (CV) | 0.14846243 |
| Kurtosis | -1.2200827 |
| Mean | 21.351226 |
| Median Absolute Deviation (MAD) | 2.76 |
| Skewness | 0.06752578 |
| Sum | 46844.59 |
| Variance | 10.04798 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 17.58 | 8 | 0.4% |
| 24.01 | 7 | 0.3% |
| 17.66 | 7 | 0.3% |
| 18.94 | 7 | 0.3% |
| 23.41 | 6 | 0.3% |
| 20.46 | 6 | 0.3% |
| 19.72 | 6 | 0.3% |
| 19.7 | 6 | 0.3% |
| 20.59 | 6 | 0.3% |
| 17.42 | 6 | 0.3% |
| Other values (944) | 2129 |
| Value | Count | Frequency (%) |
| 16.01 | 1 | < 0.1% |
| 16.02 | 2 | 0.1% |
| 16.03 | 2 | 0.1% |
| 16.04 | 3 | |
| 16.05 | 2 | 0.1% |
| 16.06 | 1 | < 0.1% |
| 16.07 | 6 | |
| 16.08 | 3 | |
| 16.09 | 1 | < 0.1% |
| 16.1 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 26.99 | 1 | < 0.1% |
| 26.98 | 1 | < 0.1% |
| 26.97 | 2 | |
| 26.96 | 3 | |
| 26.95 | 2 | |
| 26.94 | 4 | |
| 26.93 | 1 | < 0.1% |
| 26.92 | 3 | |
| 26.91 | 4 | |
| 26.89 | 3 |
MCHC
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 1444 |
|---|---|
| Distinct (%) | 65.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.583017 |
| Minimum | 16.03 |
|---|---|
| Maximum | 60 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 34.3 KiB |
Quantile statistics
| Minimum | 16.03 |
|---|---|
| 5-th percentile | 18.3465 |
| Q1 | 21.95 |
| median | 27.66 |
| Q3 | 33.405 |
| 95-th percentile | 43.234 |
| Maximum | 60 |
| Range | 43.97 |
| Interquartile range (IQR) | 11.455 |
Descriptive statistics
| Standard deviation | 7.8996649 |
|---|---|
| Coefficient of variation (CV) | 0.27637617 |
| Kurtosis | 0.49719964 |
| Mean | 28.583017 |
| Median Absolute Deviation (MAD) | 5.72 |
| Skewness | 0.79139897 |
| Sum | 62711.14 |
| Variance | 62.404706 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 22.24 | 7 | 0.3% |
| 32.06 | 5 | 0.2% |
| 32.03 | 5 | 0.2% |
| 33.95 | 5 | 0.2% |
| 20 | 5 | 0.2% |
| 25.95 | 5 | 0.2% |
| 18.8 | 5 | 0.2% |
| 32.17 | 5 | 0.2% |
| 19.05 | 5 | 0.2% |
| 18.01 | 4 | 0.2% |
| Other values (1434) | 2143 |
| Value | Count | Frequency (%) |
| 16.03 | 1 | |
| 16.78 | 1 | |
| 16.86 | 1 | |
| 16.88 | 1 | |
| 16.94 | 1 | |
| 17 | 1 | |
| 17.02 | 2 | |
| 17.22 | 1 | |
| 17.29 | 1 | |
| 17.32 | 1 |
| Value | Count | Frequency (%) |
| 60 | 1 | |
| 58.54 | 1 | |
| 57.77 | 1 | |
| 57.2 | 1 | |
| 56.89 | 1 | |
| 56.85 | 1 | |
| 56.49 | 1 | |
| 56.35 | 1 | |
| 56.17 | 1 | |
| 55.77 | 1 |
RDW
Real number (ℝ)
| Distinct | 669 |
|---|---|
| Distinct (%) | 30.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 33.512015 |
| Minimum | 30 |
|---|---|
| Maximum | 37 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 34.3 KiB |
Quantile statistics
| Minimum | 30 |
|---|---|
| 5-th percentile | 30.34 |
| Q1 | 31.7525 |
| median | 33.565 |
| Q3 | 35.26 |
| 95-th percentile | 36.6535 |
| Maximum | 37 |
| Range | 7 |
| Interquartile range (IQR) | 3.5075 |
Descriptive statistics
| Standard deviation | 2.0142118 |
|---|---|
| Coefficient of variation (CV) | 0.06010417 |
| Kurtosis | -1.1670378 |
| Mean | 33.512015 |
| Median Absolute Deviation (MAD) | 1.725 |
| Skewness | -0.030479595 |
| Sum | 73525.36 |
| Variance | 4.0570492 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 31.43 | 11 | 0.5% |
| 36.57 | 10 | 0.5% |
| 35.27 | 10 | 0.5% |
| 33.8 | 9 | 0.4% |
| 30.42 | 9 | 0.4% |
| 33.48 | 8 | 0.4% |
| 33.76 | 8 | 0.4% |
| 33.47 | 8 | 0.4% |
| 31.17 | 8 | 0.4% |
| 30.31 | 8 | 0.4% |
| Other values (659) | 2105 |
| Value | Count | Frequency (%) |
| 30 | 3 | |
| 30.01 | 3 | |
| 30.02 | 5 | |
| 30.03 | 5 | |
| 30.04 | 2 | 0.1% |
| 30.05 | 2 | 0.1% |
| 30.06 | 3 | |
| 30.07 | 3 | |
| 30.08 | 2 | 0.1% |
| 30.09 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 37 | 1 | < 0.1% |
| 36.99 | 5 | |
| 36.98 | 3 | |
| 36.97 | 5 | |
| 36.96 | 5 | |
| 36.95 | 2 | 0.1% |
| 36.94 | 4 | |
| 36.93 | 5 | |
| 36.92 | 2 | 0.1% |
| 36.91 | 3 |
WBC
Real number (ℝ)
| Distinct | 682 |
|---|---|
| Distinct (%) | 31.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.3953965 |
| Minimum | 4.9 |
|---|---|
| Maximum | 11.99 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 34.3 KiB |
Quantile statistics
| Minimum | 4.9 |
|---|---|
| 5-th percentile | 5.26 |
| Q1 | 6.65 |
| median | 8.335 |
| Q3 | 10.1575 |
| 95-th percentile | 11.6535 |
| Maximum | 11.99 |
| Range | 7.09 |
| Interquartile range (IQR) | 3.5075 |
Descriptive statistics
| Standard deviation | 2.0408888 |
|---|---|
| Coefficient of variation (CV) | 0.24309618 |
| Kurtosis | -1.181449 |
| Mean | 8.3953965 |
| Median Absolute Deviation (MAD) | 1.745 |
| Skewness | 0.048456673 |
| Sum | 18419.5 |
| Variance | 4.1652272 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5.02 | 11 | 0.5% |
| 7.9 | 10 | 0.5% |
| 7.27 | 9 | 0.4% |
| 5.82 | 9 | 0.4% |
| 10.36 | 9 | 0.4% |
| 6.82 | 8 | 0.4% |
| 10.71 | 8 | 0.4% |
| 10.31 | 8 | 0.4% |
| 6.65 | 8 | 0.4% |
| 11.16 | 8 | 0.4% |
| Other values (672) | 2106 |
| Value | Count | Frequency (%) |
| 4.9 | 2 | 0.1% |
| 4.91 | 5 | |
| 4.92 | 3 | |
| 4.93 | 3 | |
| 4.94 | 7 | |
| 4.95 | 4 | |
| 4.96 | 2 | 0.1% |
| 4.97 | 2 | 0.1% |
| 4.98 | 1 | < 0.1% |
| 4.99 | 4 |
| Value | Count | Frequency (%) |
| 11.99 | 6 | |
| 11.98 | 3 | |
| 11.97 | 6 | |
| 11.95 | 4 | |
| 11.94 | 4 | |
| 11.93 | 6 | |
| 11.92 | 3 | |
| 11.91 | 2 | 0.1% |
| 11.9 | 2 | 0.1% |
| 11.89 | 1 | < 0.1% |
Plt
Real number (ℝ)
| Distinct | 2135 |
|---|---|
| Distinct (%) | 97.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 305.19869 |
| Minimum | 98.23 |
|---|---|
| Maximum | 508.76 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 34.3 KiB |
Quantile statistics
| Minimum | 98.23 |
|---|---|
| 5-th percentile | 119.788 |
| Q1 | 202.545 |
| median | 307.275 |
| Q3 | 404.845 |
| 95-th percentile | 488.3075 |
| Maximum | 508.76 |
| Range | 410.53 |
| Interquartile range (IQR) | 202.3 |
Descriptive statistics
| Standard deviation | 117.7599 |
|---|---|
| Coefficient of variation (CV) | 0.38584667 |
| Kurtosis | -1.1862546 |
| Mean | 305.19869 |
| Median Absolute Deviation (MAD) | 101.045 |
| Skewness | -0.015455972 |
| Sum | 669605.92 |
| Variance | 13867.394 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 117 | 2 | 0.1% |
| 140.64 | 2 | 0.1% |
| 268.13 | 2 | 0.1% |
| 307.84 | 2 | 0.1% |
| 416.26 | 2 | 0.1% |
| 227.12 | 2 | 0.1% |
| 458.49 | 2 | 0.1% |
| 110.27 | 2 | 0.1% |
| 418.92 | 2 | 0.1% |
| 229.78 | 2 | 0.1% |
| Other values (2125) | 2174 |
| Value | Count | Frequency (%) |
| 98.23 | 1 | |
| 98.31 | 1 | |
| 98.37 | 1 | |
| 98.4 | 1 | |
| 98.71 | 1 | |
| 98.93 | 1 | |
| 99.02 | 1 | |
| 99.05 | 1 | |
| 99.08 | 1 | |
| 99.53 | 1 |
| Value | Count | Frequency (%) |
| 508.76 | 1 | |
| 508.71 | 1 | |
| 508.43 | 1 | |
| 507.6 | 1 | |
| 507.51 | 1 | |
| 507.47 | 1 | |
| 507.39 | 1 | |
| 507.34 | 1 | |
| 507.25 | 1 | |
| 507.21 | 1 |
hbA
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 1439 |
|---|---|
| Distinct (%) | 65.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 73.799599 |
| Minimum | 57.4 |
|---|---|
| Maximum | 97.98 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 34.3 KiB |
Quantile statistics
| Minimum | 57.4 |
|---|---|
| 5-th percentile | 59.2865 |
| Q1 | 63.91 |
| median | 69.49 |
| Q3 | 76.74 |
| 95-th percentile | 97.337 |
| Maximum | 97.98 |
| Range | 40.58 |
| Interquartile range (IQR) | 12.83 |
Descriptive statistics
| Standard deviation | 13.004407 |
|---|---|
| Coefficient of variation (CV) | 0.17621244 |
| Kurtosis | -0.86376186 |
| Mean | 73.799599 |
| Median Absolute Deviation (MAD) | 6.17 |
| Skewness | 0.79778264 |
| Sum | 161916.32 |
| Variance | 169.11461 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 69.69 | 8 | 0.4% |
| 97.85 | 6 | 0.3% |
| 74.95 | 5 | 0.2% |
| 94.02 | 5 | 0.2% |
| 65.04 | 5 | 0.2% |
| 68.36 | 5 | 0.2% |
| 60.94 | 5 | 0.2% |
| 61.32 | 5 | 0.2% |
| 97.37 | 5 | 0.2% |
| 59.53 | 4 | 0.2% |
| Other values (1429) | 2141 |
| Value | Count | Frequency (%) |
| 57.4 | 1 | |
| 57.61 | 1 | |
| 57.66 | 1 | |
| 57.68 | 2 | |
| 57.7 | 2 | |
| 57.76 | 1 | |
| 57.83 | 1 | |
| 57.87 | 1 | |
| 57.89 | 1 | |
| 57.9 | 1 |
| Value | Count | Frequency (%) |
| 97.98 | 2 | |
| 97.97 | 2 | |
| 97.94 | 1 | < 0.1% |
| 97.93 | 1 | < 0.1% |
| 97.92 | 1 | < 0.1% |
| 97.9 | 2 | |
| 97.89 | 1 | < 0.1% |
| 97.88 | 3 | |
| 97.87 | 2 | |
| 97.86 | 2 |
hbA2
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 396 |
|---|---|
| Distinct (%) | 18.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.2287967 |
| Minimum | 2 |
|---|---|
| Maximum | 7.19 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 34.3 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 2.1 |
| Q1 | 2.47 |
| median | 2.93 |
| Q3 | 3.45 |
| 95-th percentile | 6.1335 |
| Maximum | 7.19 |
| Range | 5.19 |
| Interquartile range (IQR) | 0.98 |
Descriptive statistics
| Standard deviation | 1.1488562 |
|---|---|
| Coefficient of variation (CV) | 0.35581559 |
| Kurtosis | 2.7044327 |
| Mean | 3.2287967 |
| Median Absolute Deviation (MAD) | 0.49 |
| Skewness | 1.7589164 |
| Sum | 7083.98 |
| Variance | 1.3198706 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.66 | 20 | 0.9% |
| 3.23 | 19 | 0.9% |
| 2.63 | 19 | 0.9% |
| 2.21 | 18 | 0.8% |
| 3.42 | 18 | 0.8% |
| 2.18 | 18 | 0.8% |
| 2.16 | 17 | 0.8% |
| 2.29 | 17 | 0.8% |
| 2.24 | 17 | 0.8% |
| 3.47 | 17 | 0.8% |
| Other values (386) | 2014 |
| Value | Count | Frequency (%) |
| 2 | 5 | 0.2% |
| 2.01 | 10 | |
| 2.02 | 13 | |
| 2.03 | 15 | |
| 2.04 | 13 | |
| 2.05 | 6 | 0.3% |
| 2.06 | 16 | |
| 2.07 | 6 | 0.3% |
| 2.08 | 8 | |
| 2.09 | 9 |
| Value | Count | Frequency (%) |
| 7.19 | 1 | < 0.1% |
| 7.18 | 5 | |
| 7.16 | 4 | |
| 7.15 | 4 | |
| 7.14 | 2 | 0.1% |
| 7.13 | 5 | |
| 7.09 | 1 | < 0.1% |
| 7.07 | 2 | 0.1% |
| 7.06 | 1 | < 0.1% |
| 7.05 | 1 | < 0.1% |
Thalassemia Type
Categorical
HIGH CORRELATION 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 141.4 KiB |
| 2 | |
|---|---|
| 3 | |
| 1 | |
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2194 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 2 |
| 3rd row | 3 |
| 4th row | 2 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 1027 | |
| 3 | 622 | |
| 1 | 339 | 15.5% |
| 0 | 206 | 9.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2 | 1027 | |
| 3 | 622 | |
| 1 | 339 | 15.5% |
| 0 | 206 | 9.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 1027 | |
| 3 | 622 | |
| 1 | 339 | 15.5% |
| 0 | 206 | 9.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2194 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 1027 | |
| 3 | 622 | |
| 1 | 339 | 15.5% |
| 0 | 206 | 9.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2194 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 1027 | |
| 3 | 622 | |
| 1 | 339 | 15.5% |
| 0 | 206 | 9.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2194 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 1027 | |
| 3 | 622 | |
| 1 | 339 | 15.5% |
| 0 | 206 | 9.4% |
| Age | Hb | PCV | RBC | MCV | MCH | MCHC | RDW | WBC | Plt | hbA | hbA2 | Sex | Thalassemia Type | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Age | 1.000 | -0.058 | 0.004 | -0.007 | 0.009 | 0.016 | -0.010 | -0.001 | -0.007 | 0.012 | 0.030 | 0.027 | 0.049 | 0.000 |
| Hb | -0.058 | 1.000 | 0.263 | -0.005 | 0.019 | -0.006 | 0.272 | 0.006 | 0.032 | -0.006 | 0.009 | 0.034 | 0.682 | 0.021 |
| PCV | 0.004 | 0.263 | 1.000 | 0.003 | 0.025 | -0.002 | 0.068 | 0.018 | 0.036 | 0.027 | -0.017 | 0.015 | 0.252 | 0.000 |
| RBC | -0.007 | -0.005 | 0.003 | 1.000 | -0.332 | 0.062 | -0.942 | 0.002 | 0.015 | -0.022 | -0.056 | -0.015 | 0.043 | 0.042 |
| MCV | 0.009 | 0.019 | 0.025 | -0.332 | 1.000 | -0.014 | 0.316 | 0.007 | -0.018 | -0.026 | 0.004 | 0.009 | 0.028 | 0.000 |
| MCH | 0.016 | -0.006 | -0.002 | 0.062 | -0.014 | 1.000 | -0.054 | 0.004 | -0.027 | 0.002 | 0.018 | 0.016 | 0.031 | 0.040 |
| MCHC | -0.010 | 0.272 | 0.068 | -0.942 | 0.316 | -0.054 | 1.000 | 0.005 | 0.001 | 0.022 | 0.046 | 0.023 | 0.193 | 0.022 |
| RDW | -0.001 | 0.006 | 0.018 | 0.002 | 0.007 | 0.004 | 0.005 | 1.000 | 0.008 | -0.013 | 0.002 | 0.018 | 0.000 | 0.000 |
| WBC | -0.007 | 0.032 | 0.036 | 0.015 | -0.018 | -0.027 | 0.001 | 0.008 | 1.000 | -0.010 | 0.009 | 0.023 | 0.000 | 0.000 |
| Plt | 0.012 | -0.006 | 0.027 | -0.022 | -0.026 | 0.002 | 0.022 | -0.013 | -0.010 | 1.000 | 0.013 | 0.008 | 0.000 | 0.014 |
| hbA | 0.030 | 0.009 | -0.017 | -0.056 | 0.004 | 0.018 | 0.046 | 0.002 | 0.009 | 0.013 | 1.000 | 0.210 | 0.000 | 0.674 |
| hbA2 | 0.027 | 0.034 | 0.015 | -0.015 | 0.009 | 0.016 | 0.023 | 0.018 | 0.023 | 0.008 | 0.210 | 1.000 | 0.000 | 0.571 |
| Sex | 0.049 | 0.682 | 0.252 | 0.043 | 0.028 | 0.031 | 0.193 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.035 |
| Thalassemia Type | 0.000 | 0.021 | 0.000 | 0.042 | 0.000 | 0.040 | 0.022 | 0.000 | 0.000 | 0.014 | 0.674 | 0.571 | 0.035 | 1.000 |
| Sex | Age | Hb | PCV | RBC | MCV | MCH | MCHC | RDW | WBC | Plt | hbA | hbA2 | Thalassemia Type | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 5.99 | 8.24 | 27.33 | 3.63 | 52.79 | 16.59 | 20.94 | 32.14 | 11.10 | 288.00 | 74.03 | 2.01 | 3 |
| 1 | 1 | 10.75 | 9.02 | 35.52 | 1.51 | 78.25 | 16.71 | 56.89 | 33.47 | 4.99 | 262.78 | 70.95 | 3.38 | 2 |
| 2 | 0 | 29.66 | 8.92 | 33.42 | 3.81 | 62.24 | 16.12 | 23.23 | 34.26 | 5.47 | 416.05 | 65.15 | 2.58 | 3 |
| 3 | 1 | 37.75 | 9.77 | 29.79 | 3.35 | 50.81 | 26.62 | 27.65 | 30.04 | 6.04 | 340.33 | 59.08 | 3.43 | 2 |
| 4 | 1 | 12.33 | 8.99 | 30.91 | 4.15 | 54.42 | 18.33 | 21.30 | 36.57 | 8.25 | 257.68 | 65.61 | 2.52 | 3 |
| 5 | 1 | 41.68 | 8.32 | 28.94 | 4.19 | 78.41 | 16.56 | 18.87 | 35.49 | 10.48 | 451.31 | 67.95 | 3.40 | 2 |
| 6 | 0 | 41.05 | 7.58 | 23.14 | 2.55 | 72.65 | 26.00 | 29.31 | 33.19 | 6.21 | 129.39 | 64.40 | 2.02 | 3 |
| 7 | 1 | 22.99 | 8.87 | 35.40 | 2.02 | 61.49 | 23.77 | 38.71 | 36.34 | 8.54 | 438.82 | 58.56 | 3.25 | 2 |
| 8 | 1 | 20.98 | 9.73 | 35.17 | 2.72 | 53.44 | 24.20 | 32.11 | 31.19 | 9.76 | 173.26 | 76.79 | 2.18 | 3 |
| 9 | 0 | 24.26 | 8.73 | 29.98 | 2.98 | 52.13 | 17.07 | 29.27 | 30.34 | 8.38 | 363.30 | 62.35 | 2.93 | 2 |
| Sex | Age | Hb | PCV | RBC | MCV | MCH | MCHC | RDW | WBC | Plt | hbA | hbA2 | Thalassemia Type | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2186 | 0 | 12.17 | 8.89 | 30.78 | 1.93 | 75.70 | 22.52 | 35.89 | 30.21 | 11.94 | 314.71 | 70.49 | 2.12 | 3 |
| 2187 | 0 | 13.79 | 8.37 | 27.60 | 4.03 | 55.48 | 18.58 | 19.07 | 32.80 | 10.25 | 424.16 | 72.74 | 3.62 | 2 |
| 2188 | 1 | 7.87 | 9.23 | 26.67 | 2.16 | 79.20 | 18.82 | 35.86 | 32.21 | 7.24 | 237.74 | 64.17 | 2.52 | 2 |
| 2189 | 0 | 12.85 | 7.26 | 23.19 | 1.75 | 79.47 | 21.01 | 36.23 | 31.52 | 11.25 | 439.91 | 69.22 | 3.11 | 3 |
| 2190 | 1 | 18.91 | 9.92 | 32.88 | 3.68 | 34.35 | 26.14 | 25.20 | 33.76 | 6.00 | 107.08 | 67.19 | 3.12 | 3 |
| 2191 | 0 | 27.74 | 8.20 | 29.22 | 4.39 | 46.62 | 19.74 | 18.39 | 32.77 | 10.33 | 340.18 | 65.72 | 2.06 | 2 |
| 2192 | 1 | 17.92 | 9.88 | 35.24 | 2.12 | 84.74 | 16.56 | 41.19 | 34.50 | 8.01 | 455.02 | 64.19 | 2.39 | 2 |
| 2193 | 1 | 26.27 | 8.73 | 32.38 | 2.38 | 69.90 | 20.34 | 33.42 | 33.30 | 8.06 | 237.42 | 69.54 | 2.68 | 2 |
| 2194 | 0 | 7.51 | 7.77 | 34.07 | 4.27 | 69.50 | 21.56 | 18.11 | 36.83 | 8.71 | 136.80 | 65.95 | 2.85 | 3 |
| 2195 | 1 | 14.58 | 8.60 | 35.00 | 3.16 | 68.62 | 20.00 | 26.03 | 30.44 | 11.97 | 196.15 | 93.95 | 5.78 | 1 |